Dataset statistics
| Number of variables | 60 |
|---|---|
| Number of observations | 155250 |
| Missing cells | 3936413 |
| Missing cells (%) | 42.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 72.3 MiB |
| Average record size in memory | 488.0 B |
Variable types
| Numeric | 23 |
|---|---|
| Categorical | 17 |
| Unsupported | 20 |
SURVYEAR has constant value "2024" | Constant |
MJH has constant value "1.0" | Constant |
FTPTMAIN has constant value "1.0" | Constant |
PERMTEMP has constant value "1.0" | Constant |
SCHOOLN has constant value "1.0" | Constant |
AGE_12 is highly overall correlated with AGE_6 | High correlation |
AGE_6 is highly overall correlated with AGE_12 | High correlation |
AHRSMAIN is highly overall correlated with ATOTHRS and 5 other fields | High correlation |
ATOTHRS is highly overall correlated with AHRSMAIN and 5 other fields | High correlation |
COWMAIN is highly overall correlated with UNION | High correlation |
ESTSIZE is highly overall correlated with FIRMSIZE | High correlation |
FIRMSIZE is highly overall correlated with ESTSIZE | High correlation |
HRSAWAY is highly overall correlated with LFSSTAT | High correlation |
LFSSTAT is highly overall correlated with AHRSMAIN and 5 other fields | High correlation |
NOC_10 is highly overall correlated with NOC_43 and 1 other fields | High correlation |
NOC_43 is highly overall correlated with NOC_10 and 1 other fields | High correlation |
PAIDOT is highly overall correlated with XTRAHRS | High correlation |
PAYAWAY is highly overall correlated with AHRSMAIN and 2 other fields | High correlation |
SEX is highly overall correlated with NOC_10 and 1 other fields | High correlation |
UHRSMAIN is highly overall correlated with AHRSMAIN and 2 other fields | High correlation |
UNION is highly overall correlated with COWMAIN | High correlation |
UNPAIDOT is highly overall correlated with XTRAHRS | High correlation |
UTOTHRS is highly overall correlated with AHRSMAIN and 2 other fields | High correlation |
XTRAHRS is highly overall correlated with PAIDOT and 1 other fields | High correlation |
YABSENT is highly overall correlated with AHRSMAIN and 2 other fields | High correlation |
YAWAY is highly overall correlated with LFSSTAT | High correlation |
LFSSTAT is highly imbalanced (60.5%) | Imbalance |
AGE_6 has 130476 (84.0%) missing values | Missing |
EVERWORK has 155250 (100.0%) missing values | Missing |
FTPTLAST has 155250 (100.0%) missing values | Missing |
YABSENT has 143133 (92.2%) missing values | Missing |
WKSAWAY has 143133 (92.2%) missing values | Missing |
PAYAWAY has 143133 (92.2%) missing values | Missing |
HRSAWAY has 12117 (7.8%) missing values | Missing |
YAWAY has 134964 (86.9%) missing values | Missing |
PAIDOT has 12117 (7.8%) missing values | Missing |
UNPAIDOT has 12117 (7.8%) missing values | Missing |
XTRAHRS has 12117 (7.8%) missing values | Missing |
WHYPT has 155250 (100.0%) missing values | Missing |
PREVTEN has 155250 (100.0%) missing values | Missing |
DURUNEMP has 155250 (100.0%) missing values | Missing |
FLOWUNEM has 155250 (100.0%) missing values | Missing |
UNEMFTPT has 155250 (100.0%) missing values | Missing |
WHYLEFTO has 155250 (100.0%) missing values | Missing |
WHYLEFTN has 155250 (100.0%) missing values | Missing |
DURJLESS has 155250 (100.0%) missing values | Missing |
AVAILABL has 155250 (100.0%) missing values | Missing |
LKPUBAG has 155250 (100.0%) missing values | Missing |
LKEMPLOY has 155250 (100.0%) missing values | Missing |
LKRELS has 155250 (100.0%) missing values | Missing |
LKATADS has 155250 (100.0%) missing values | Missing |
LKANSADS has 155250 (100.0%) missing values | Missing |
LKOTHERN has 155250 (100.0%) missing values | Missing |
PRIORACT has 155250 (100.0%) missing values | Missing |
YNOLOOK has 155250 (100.0%) missing values | Missing |
TLOLOOK has 155250 (100.0%) missing values | Missing |
AGYOWNK has 88106 (56.8%) missing values | Missing |
EVERWORK is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
FTPTLAST is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WHYPT is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
PREVTEN is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DURUNEMP is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
FLOWUNEM is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
UNEMFTPT is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WHYLEFTO is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
WHYLEFTN is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
DURJLESS is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
AVAILABL is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
LKPUBAG is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
LKEMPLOY is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
LKRELS is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
LKATADS is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
LKANSADS is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
LKOTHERN is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
PRIORACT is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
YNOLOOK is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
TLOLOOK is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
CMA has 98075 (63.2%) zeros | Zeros |
AHRSMAIN has 12117 (7.8%) zeros | Zeros |
ATOTHRS has 12117 (7.8%) zeros | Zeros |
HRSAWAY has 122847 (79.1%) zeros | Zeros |
PAIDOT has 128110 (82.5%) zeros | Zeros |
UNPAIDOT has 129012 (83.1%) zeros | Zeros |
XTRAHRS has 114821 (74.0%) zeros | Zeros |
Reproduction
| Analysis started | 2024-06-05 22:29:32.918704 |
|---|---|
| Analysis finished | 2024-06-05 22:30:51.089509 |
| Duration | 1 minute and 18.17 seconds |
| Software version | ydata-profiling v0.0.dev0 |
| Download configuration | config.json |
REC_NUM
Real number (ℝ)
| Distinct | 91422 |
|---|---|
| Distinct (%) | 58.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 55302.465 |
| Minimum | 2 |
|---|---|
| Maximum | 112082 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 5493.9 |
| Q1 | 27596.25 |
| median | 55279.5 |
| Q3 | 83006 |
| 95-th percentile | 105101.55 |
| Maximum | 112082 |
| Range | 112080 |
| Interquartile range (IQR) | 55409.75 |
Descriptive statistics
| Standard deviation | 31965.501 |
|---|---|
| Coefficient of variation (CV) | 0.57801222 |
| Kurtosis | -1.1998815 |
| Mean | 55302.465 |
| Median Absolute Deviation (MAD) | 27704.5 |
| Skewness | 0.0012143056 |
| Sum | 8.5857076 × 109 |
| Variance | 1.0217932 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 77419 | 4 | < 0.1% |
| 68245 | 4 | < 0.1% |
| 68297 | 4 | < 0.1% |
| 37575 | 4 | < 0.1% |
| 88417 | 4 | < 0.1% |
| 27288 | 4 | < 0.1% |
| 13869 | 4 | < 0.1% |
| 56186 | 4 | < 0.1% |
| 7660 | 4 | < 0.1% |
| 19036 | 4 | < 0.1% |
| Other values (91412) | 155210 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 3 | |
| 7 | 2 | |
| 8 | 3 | |
| 9 | 2 | |
| 10 | 1 | < 0.1% |
| 11 | 3 | |
| 12 | 3 | |
| 13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 112082 | 1 | |
| 112081 | 1 | |
| 112078 | 1 | |
| 112075 | 1 | |
| 112074 | 1 | |
| 112073 | 1 | |
| 112072 | 1 | |
| 112068 | 1 | |
| 112061 | 1 | |
| 112058 | 1 |
SURVYEAR
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2024 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 621000 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2024 |
|---|---|
| 2nd row | 2024 |
| 3rd row | 2024 |
| 4th row | 2024 |
| 5th row | 2024 |
Common Values
| Value | Count | Frequency (%) |
| 2024 | 155250 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2024 | 155250 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 310500 | |
| 0 | 155250 | |
| 4 | 155250 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 621000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 310500 | |
| 0 | 155250 | |
| 4 | 155250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 621000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 310500 | |
| 0 | 155250 | |
| 4 | 155250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 621000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 310500 | |
| 0 | 155250 | |
| 4 | 155250 |
SURVMNTH
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 4 | |
|---|---|
| 3 | |
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 155250 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 39423 | |
| 3 | 38904 | |
| 2 | 38545 | |
| 1 | 38378 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 39423 | |
| 3 | 38904 | |
| 2 | 38545 | |
| 1 | 38378 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 39423 | |
| 3 | 38904 | |
| 2 | 38545 | |
| 1 | 38378 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 39423 | |
| 3 | 38904 | |
| 2 | 38545 | |
| 1 | 38378 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 155250 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 39423 | |
| 3 | 38904 | |
| 2 | 38545 | |
| 1 | 38378 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155250 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 39423 | |
| 3 | 38904 | |
| 2 | 38545 | |
| 1 | 38378 |
LFSSTAT
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1 | |
|---|---|
| 2 | 12117 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 155250 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 143133 | |
| 2 | 12117 | 7.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 143133 | |
| 2 | 12117 | 7.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 143133 | |
| 2 | 12117 | 7.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 143133 | |
| 2 | 12117 | 7.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 155250 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 143133 | |
| 2 | 12117 | 7.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155250 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 143133 | |
| 2 | 12117 | 7.8% |
PROV
Real number (ℝ)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.541089 |
| Minimum | 10 |
|---|---|
| Maximum | 59 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 24 |
| median | 35 |
| Q3 | 47 |
| 95-th percentile | 59 |
| Maximum | 59 |
| Range | 49 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 14.358146 |
|---|---|
| Coefficient of variation (CV) | 0.41568308 |
| Kurtosis | -0.81089136 |
| Mean | 34.541089 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.0013408306 |
| Sum | 5362504 |
| Variance | 206.15636 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 35 | 50477 | |
| 24 | 30107 | |
| 59 | 18112 | 11.7% |
| 48 | 12139 | 7.8% |
| 46 | 10720 | 6.9% |
| 47 | 9534 | 6.1% |
| 13 | 7406 | 4.8% |
| 12 | 6877 | 4.4% |
| 10 | 6717 | 4.3% |
| 11 | 3161 | 2.0% |
| Value | Count | Frequency (%) |
| 10 | 6717 | 4.3% |
| 11 | 3161 | 2.0% |
| 12 | 6877 | 4.4% |
| 13 | 7406 | 4.8% |
| 24 | 30107 | |
| 35 | 50477 | |
| 46 | 10720 | 6.9% |
| 47 | 9534 | 6.1% |
| 48 | 12139 | 7.8% |
| 59 | 18112 | 11.7% |
| Value | Count | Frequency (%) |
| 59 | 18112 | 11.7% |
| 48 | 12139 | 7.8% |
| 47 | 9534 | 6.1% |
| 46 | 10720 | 6.9% |
| 35 | 50477 | |
| 24 | 30107 | |
| 13 | 7406 | 4.8% |
| 12 | 6877 | 4.4% |
| 11 | 3161 | 2.0% |
| 10 | 6717 | 4.3% |
CMA
Real number (ℝ)
ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.7870338 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 98075 |
| Zeros (%) | 63.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7979974 |
|---|---|
| Coefficient of variation (CV) | 1.5657216 |
| Kurtosis | 0.69006321 |
| Mean | 1.7870338 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4007912 |
| Sum | 277437 |
| Variance | 7.8287892 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 98075 | |
| 4 | 16124 | 10.4% |
| 2 | 9793 | 6.3% |
| 9 | 9046 | 5.8% |
| 6 | 5901 | 3.8% |
| 1 | 3629 | 2.3% |
| 5 | 3406 | 2.2% |
| 8 | 3228 | 2.1% |
| 3 | 3071 | 2.0% |
| 7 | 2977 | 1.9% |
| Value | Count | Frequency (%) |
| 0 | 98075 | |
| 1 | 3629 | 2.3% |
| 2 | 9793 | 6.3% |
| 3 | 3071 | 2.0% |
| 4 | 16124 | 10.4% |
| 5 | 3406 | 2.2% |
| 6 | 5901 | 3.8% |
| 7 | 2977 | 1.9% |
| 8 | 3228 | 2.1% |
| 9 | 9046 | 5.8% |
| Value | Count | Frequency (%) |
| 9 | 9046 | 5.8% |
| 8 | 3228 | 2.1% |
| 7 | 2977 | 1.9% |
| 6 | 5901 | 3.8% |
| 5 | 3406 | 2.2% |
| 4 | 16124 | 10.4% |
| 3 | 3071 | 2.0% |
| 2 | 9793 | 6.3% |
| 1 | 3629 | 2.3% |
| 0 | 98075 |
AGE_12
Real number (ℝ)
HIGH CORRELATION
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.114628 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.3503035 |
|---|---|
| Coefficient of variation (CV) | 0.38437392 |
| Kurtosis | -1.0010237 |
| Mean | 6.114628 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.045562259 |
| Sum | 949296 |
| Variance | 5.5239266 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 6 | 21129 | |
| 5 | 20335 | |
| 4 | 19680 | |
| 7 | 19529 | |
| 8 | 19463 | |
| 9 | 17415 | |
| 3 | 15476 | |
| 10 | 12925 | |
| 2 | 8009 | 5.2% |
| 1 | 1289 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 1289 | 0.8% |
| 2 | 8009 | 5.2% |
| 3 | 15476 | |
| 4 | 19680 | |
| 5 | 20335 | |
| 6 | 21129 | |
| 7 | 19529 | |
| 8 | 19463 | |
| 9 | 17415 | |
| 10 | 12925 |
| Value | Count | Frequency (%) |
| 10 | 12925 | |
| 9 | 17415 | |
| 8 | 19463 | |
| 7 | 19529 | |
| 6 | 21129 | |
| 5 | 20335 | |
| 4 | 19680 | |
| 3 | 15476 | |
| 2 | 8009 | 5.2% |
| 1 | 1289 | 0.8% |
AGE_6
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 130476 |
| Missing (%) | 84.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8288125 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 6 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2028538 |
|---|---|
| Coefficient of variation (CV) | 0.24909929 |
| Kurtosis | -0.40589834 |
| Mean | 4.8288125 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.73001168 |
| Sum | 119629 |
| Variance | 1.4468572 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 6 | 9931 | 6.4% |
| 4 | 5748 | 3.7% |
| 5 | 5545 | 3.6% |
| 3 | 2261 | 1.5% |
| 2 | 1254 | 0.8% |
| 1 | 35 | < 0.1% |
| (Missing) | 130476 |
| Value | Count | Frequency (%) |
| 1 | 35 | < 0.1% |
| 2 | 1254 | 0.8% |
| 3 | 2261 | 1.5% |
| 4 | 5748 | |
| 5 | 5545 | |
| 6 | 9931 |
| Value | Count | Frequency (%) |
| 6 | 9931 | |
| 5 | 5545 | |
| 4 | 5748 | |
| 3 | 2261 | 1.5% |
| 2 | 1254 | 0.8% |
| 1 | 35 | < 0.1% |
SEX
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 155250 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 82603 | |
| 2 | 72647 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 82603 | |
| 2 | 72647 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 82603 | |
| 2 | 72647 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 82603 | |
| 2 | 72647 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 155250 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 82603 | |
| 2 | 72647 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155250 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 82603 | |
| 2 | 72647 |
MARSTAT
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6526763 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.1119186 |
|---|---|
| Coefficient of variation (CV) | 0.79614636 |
| Kurtosis | -1.2057637 |
| Mean | 2.6526763 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.7848941 |
| Sum | 411828 |
| Variance | 4.4602001 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 1 | 78551 | |
| 6 | 37764 | |
| 2 | 27154 | 17.5% |
| 5 | 6447 | 4.2% |
| 4 | 4148 | 2.7% |
| 3 | 1186 | 0.8% |
| Value | Count | Frequency (%) |
| 1 | 78551 | |
| 2 | 27154 | 17.5% |
| 3 | 1186 | 0.8% |
| 4 | 4148 | 2.7% |
| 5 | 6447 | 4.2% |
| 6 | 37764 |
| Value | Count | Frequency (%) |
| 6 | 37764 | |
| 5 | 6447 | 4.2% |
| 4 | 4148 | 2.7% |
| 3 | 1186 | 0.8% |
| 2 | 27154 | 17.5% |
| 1 | 78551 |
EDUC
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9649404 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1390 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.3823131 |
|---|---|
| Coefficient of variation (CV) | 0.34863402 |
| Kurtosis | -0.25265344 |
| Mean | 3.9649404 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.59906842 |
| Sum | 615557 |
| Variance | 1.9107896 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 4 | 60175 | |
| 5 | 38093 | |
| 2 | 25837 | |
| 6 | 18481 | 11.9% |
| 1 | 5995 | 3.9% |
| 3 | 5279 | 3.4% |
| 0 | 1390 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 1390 | 0.9% |
| 1 | 5995 | 3.9% |
| 2 | 25837 | |
| 3 | 5279 | 3.4% |
| 4 | 60175 | |
| 5 | 38093 | |
| 6 | 18481 | 11.9% |
| Value | Count | Frequency (%) |
| 6 | 18481 | 11.9% |
| 5 | 38093 | |
| 4 | 60175 | |
| 3 | 5279 | 3.4% |
| 2 | 25837 | |
| 1 | 5995 | 3.9% |
| 0 | 1390 | 0.9% |
MJH
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 465750 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 155250 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 155250 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 310500 | |
| Other Punctuation | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| 0 | 155250 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 155250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 465750 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 465750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
EVERWORK
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
FTPTLAST
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
COWMAIN
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 465750 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 111781 | |
| 1.0 | 43469 | 28.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 111781 | |
| 1.0 | 43469 | 28.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 2 | 111781 | |
| 1 | 43469 | 9.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 310500 | |
| Other Punctuation | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 155250 | |
| 2 | 111781 | |
| 1 | 43469 | 14.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 155250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 465750 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 2 | 111781 | |
| 1 | 43469 | 9.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 465750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 2 | 111781 | |
| 1 | 43469 | 9.3% |
IMMIG
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 3 | |
|---|---|
| 2 | |
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 155250 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 118990 | |
| 2 | 23796 | 15.3% |
| 1 | 12464 | 8.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 118990 | |
| 2 | 23796 | 15.3% |
| 1 | 12464 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 118990 | |
| 2 | 23796 | 15.3% |
| 1 | 12464 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 118990 | |
| 2 | 23796 | 15.3% |
| 1 | 12464 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 155250 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 118990 | |
| 2 | 23796 | 15.3% |
| 1 | 12464 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 155250 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 118990 | |
| 2 | 23796 | 15.3% |
| 1 | 12464 | 8.0% |
NAICS_21
Real number (ℝ)
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.977153 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 9 |
| median | 14 |
| Q3 | 17 |
| 95-th percentile | 21 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 5.0088354 |
|---|---|
| Coefficient of variation (CV) | 0.38597336 |
| Kurtosis | -1.0301478 |
| Mean | 12.977153 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | -0.11210336 |
| Sum | 2014703 |
| Variance | 25.088432 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=21)
| Value | Count | Frequency (%) |
| 17 | 22392 | |
| 10 | 14089 | |
| 21 | 13021 | 8.4% |
| 14 | 12744 | 8.2% |
| 16 | 12002 | 7.7% |
| 6 | 11561 | 7.4% |
| 12 | 9340 | 6.0% |
| 7 | 9283 | 6.0% |
| 11 | 8521 | 5.5% |
| 8 | 8228 | 5.3% |
| Other values (11) | 34069 |
| Value | Count | Frequency (%) |
| 1 | 1103 | 0.7% |
| 2 | 485 | 0.3% |
| 3 | 71 | < 0.1% |
| 4 | 3843 | 2.5% |
| 5 | 1887 | 1.2% |
| 6 | 11561 | |
| 7 | 9283 | |
| 8 | 8228 | |
| 9 | 6311 | |
| 10 | 14089 |
| Value | Count | Frequency (%) |
| 21 | 13021 | |
| 20 | 4946 | 3.2% |
| 19 | 5052 | 3.3% |
| 18 | 4325 | 2.8% |
| 17 | 22392 | |
| 16 | 12002 | |
| 15 | 4015 | 2.6% |
| 14 | 12744 | |
| 13 | 2031 | 1.3% |
| 12 | 9340 |
NOC_10
Real number (ℝ)
HIGH CORRELATION
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.9425958 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.7487042 |
|---|---|
| Coefficient of variation (CV) | 0.55612564 |
| Kurtosis | -1.2917635 |
| Mean | 4.9425958 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.12530434 |
| Sum | 767338 |
| Variance | 7.555375 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 2 | 27686 | |
| 8 | 25876 | |
| 7 | 25220 | |
| 5 | 18676 | |
| 1 | 16173 | |
| 3 | 15854 | |
| 4 | 12600 | |
| 10 | 8256 | 5.3% |
| 9 | 2963 | 1.9% |
| 6 | 1946 | 1.3% |
| Value | Count | Frequency (%) |
| 1 | 16173 | |
| 2 | 27686 | |
| 3 | 15854 | |
| 4 | 12600 | |
| 5 | 18676 | |
| 6 | 1946 | 1.3% |
| 7 | 25220 | |
| 8 | 25876 | |
| 9 | 2963 | 1.9% |
| 10 | 8256 | 5.3% |
| Value | Count | Frequency (%) |
| 10 | 8256 | 5.3% |
| 9 | 2963 | 1.9% |
| 8 | 25876 | |
| 7 | 25220 | |
| 6 | 1946 | 1.3% |
| 5 | 18676 | |
| 4 | 12600 | |
| 3 | 15854 | |
| 2 | 27686 | |
| 1 | 16173 |
NOC_43
Real number (ℝ)
HIGH CORRELATION
| Distinct | 43 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.365308 |
| Minimum | 1 |
|---|---|
| Maximum | 43 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 9 |
| median | 20 |
| Q3 | 34 |
| 95-th percentile | 41 |
| Maximum | 43 |
| Range | 42 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 13.009996 |
|---|---|
| Coefficient of variation (CV) | 0.60893091 |
| Kurtosis | -1.489556 |
| Mean | 21.365308 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.011603981 |
| Sum | 3316964 |
| Variance | 169.26 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 35 | 14035 | 9.0% |
| 2 | 9036 | 5.8% |
| 33 | 8669 | 5.6% |
| 8 | 6973 | 4.5% |
| 34 | 6950 | 4.5% |
| 9 | 6763 | 4.4% |
| 20 | 6712 | 4.3% |
| 11 | 6608 | 4.3% |
| 36 | 6486 | 4.2% |
| 7 | 6177 | 4.0% |
| Other values (33) | 76841 |
| Value | Count | Frequency (%) |
| 1 | 526 | 0.3% |
| 2 | 9036 | |
| 3 | 3112 | 2.0% |
| 4 | 3499 | 2.3% |
| 5 | 4068 | |
| 6 | 3705 | |
| 7 | 6177 | |
| 8 | 6973 | |
| 9 | 6763 | |
| 10 | 950 | 0.6% |
| Value | Count | Frequency (%) |
| 43 | 1166 | 0.8% |
| 42 | 4873 | 3.1% |
| 41 | 2217 | 1.4% |
| 40 | 1389 | 0.9% |
| 39 | 1574 | 1.0% |
| 38 | 3799 | 2.4% |
| 37 | 1556 | 1.0% |
| 36 | 6486 | |
| 35 | 14035 | |
| 34 | 6950 |
YABSENT
Categorical
HIGH CORRELATION MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 143133 |
| Missing (%) | 92.2% |
| Memory size | 2.4 MiB |
| 1.0 | |
|---|---|
| 3.0 | |
| 2.0 | |
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36351 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 3.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 4277 | 2.8% |
| 3.0 | 4159 | 2.7% |
| 2.0 | 2927 | 1.9% |
| 0.0 | 754 | 0.5% |
| (Missing) | 143133 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 4277 | |
| 3.0 | 4159 | |
| 2.0 | 2927 | |
| 0.0 | 754 | 6.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 12871 | |
| . | 12117 | |
| 1 | 4277 | 11.8% |
| 3 | 4159 | 11.4% |
| 2 | 2927 | 8.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24234 | |
| Other Punctuation | 12117 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12871 | |
| 1 | 4277 | 17.6% |
| 3 | 4159 | 17.2% |
| 2 | 2927 | 12.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12117 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 12871 | |
| . | 12117 | |
| 1 | 4277 | 11.8% |
| 3 | 4159 | 11.4% |
| 2 | 2927 | 8.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 12871 | |
| . | 12117 | |
| 1 | 4277 | 11.8% |
| 3 | 4159 | 11.4% |
| 2 | 2927 | 8.1% |
WKSAWAY
Real number (ℝ)
MISSING
| Distinct | 99 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 143133 |
| Missing (%) | 92.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.331848 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 4 |
| Q3 | 25 |
| 95-th percentile | 77 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 24.744883 |
|---|---|
| Coefficient of variation (CV) | 1.4277118 |
| Kurtosis | 2.9559088 |
| Mean | 17.331848 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.8736563 |
| Sum | 210010 |
| Variance | 612.30923 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 3869 | 2.5% |
| 2 | 1209 | 0.8% |
| 3 | 668 | 0.4% |
| 99 | 467 | 0.3% |
| 4 | 457 | 0.3% |
| 52 | 307 | 0.2% |
| 5 | 271 | 0.2% |
| 6 | 268 | 0.2% |
| 8 | 261 | 0.2% |
| 12 | 230 | 0.1% |
| Other values (89) | 4110 | 2.6% |
| (Missing) | 143133 |
| Value | Count | Frequency (%) |
| 1 | 3869 | |
| 2 | 1209 | 0.8% |
| 3 | 668 | 0.4% |
| 4 | 457 | 0.3% |
| 5 | 271 | 0.2% |
| 6 | 268 | 0.2% |
| 7 | 135 | 0.1% |
| 8 | 261 | 0.2% |
| 9 | 99 | 0.1% |
| 10 | 187 | 0.1% |
| Value | Count | Frequency (%) |
| 99 | 467 | |
| 98 | 2 | < 0.1% |
| 97 | 1 | < 0.1% |
| 96 | 5 | < 0.1% |
| 95 | 4 | < 0.1% |
| 94 | 4 | < 0.1% |
| 93 | 4 | < 0.1% |
| 92 | 7 | < 0.1% |
| 91 | 2 | < 0.1% |
| 90 | 8 | < 0.1% |
PAYAWAY
Categorical
HIGH CORRELATION MISSING
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 143133 |
| Missing (%) | 92.2% |
| Memory size | 2.4 MiB |
| 1.0 | |
|---|---|
| 2.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 36351 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 6358 | 4.1% |
| 2.0 | 5759 | 3.7% |
| (Missing) | 143133 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 6358 | |
| 2.0 | 5759 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 12117 | |
| 0 | 12117 | |
| 1 | 6358 | |
| 2 | 5759 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 24234 | |
| Other Punctuation | 12117 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 12117 | |
| 1 | 6358 | |
| 2 | 5759 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 12117 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36351 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 12117 | |
| 0 | 12117 | |
| 1 | 6358 | |
| 2 | 5759 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 36351 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 12117 | |
| 0 | 12117 | |
| 1 | 6358 | |
| 2 | 5759 |
UHRSMAIN
Real number (ℝ)
HIGH CORRELATION
| Distinct | 190 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.379847 |
| Minimum | 30 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 37.5 |
| median | 40 |
| Q3 | 40 |
| 95-th percentile | 47.5 |
| Maximum | 99 |
| Range | 69 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 5.7900774 |
|---|---|
| Coefficient of variation (CV) | 0.14703149 |
| Kurtosis | 26.519469 |
| Mean | 39.379847 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0384556 |
| Sum | 6113721.2 |
| Variance | 33.524996 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 79182 | |
| 37.5 | 24842 | 16.0% |
| 35 | 16285 | 10.5% |
| 30 | 5246 | 3.4% |
| 32 | 3449 | 2.2% |
| 50 | 2755 | 1.8% |
| 45 | 2503 | 1.6% |
| 36 | 2355 | 1.5% |
| 44 | 2113 | 1.4% |
| 42 | 1914 | 1.2% |
| Other values (180) | 14606 | 9.4% |
| Value | Count | Frequency (%) |
| 30 | 5246 | |
| 30.2 | 2 | < 0.1% |
| 30.5 | 24 | < 0.1% |
| 30.8 | 2 | < 0.1% |
| 31 | 207 | 0.1% |
| 31.2 | 6 | < 0.1% |
| 31.3 | 3 | < 0.1% |
| 31.4 | 2 | < 0.1% |
| 31.5 | 51 | < 0.1% |
| 31.6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 47 | |
| 98 | 7 | < 0.1% |
| 97 | 2 | < 0.1% |
| 96 | 10 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 4 | < 0.1% |
| 90 | 16 | < 0.1% |
| 88 | 4 | < 0.1% |
| 87.5 | 1 | < 0.1% |
| 87 | 5 | < 0.1% |
AHRSMAIN
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 476 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.217362 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 12117 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 35 |
| median | 40 |
| Q3 | 40 |
| 95-th percentile | 52 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 13.463762 |
|---|---|
| Coefficient of variation (CV) | 0.37174882 |
| Kurtosis | 3.1932983 |
| Mean | 36.217362 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.97181394 |
| Sum | 5622745.5 |
| Variance | 181.27288 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 52188 | |
| 37.5 | 14819 | 9.5% |
| 0 | 12117 | 7.8% |
| 35 | 10143 | 6.5% |
| 32 | 6134 | 4.0% |
| 30 | 5090 | 3.3% |
| 50 | 4187 | 2.7% |
| 45 | 3769 | 2.4% |
| 36 | 2847 | 1.8% |
| 44 | 2522 | 1.6% |
| Other values (466) | 41434 |
| Value | Count | Frequency (%) |
| 0 | 12117 | |
| 0.1 | 2 | < 0.1% |
| 0.5 | 6 | < 0.1% |
| 1 | 13 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 2 | 18 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.5 | 6 | < 0.1% |
| 3 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 90 | |
| 98 | 16 | < 0.1% |
| 97.5 | 1 | < 0.1% |
| 97 | 4 | < 0.1% |
| 96 | 17 | < 0.1% |
| 95 | 2 | < 0.1% |
| 94 | 7 | < 0.1% |
| 93.5 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 9 | < 0.1% |
FTPTMAIN
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 465750 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 155250 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 155250 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 310500 | |
| Other Punctuation | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| 0 | 155250 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 155250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 465750 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 465750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
UTOTHRS
Real number (ℝ)
HIGH CORRELATION
| Distinct | 190 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 39.379847 |
| Minimum | 30 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 37.5 |
| median | 40 |
| Q3 | 40 |
| 95-th percentile | 47.5 |
| Maximum | 99 |
| Range | 69 |
| Interquartile range (IQR) | 2.5 |
Descriptive statistics
| Standard deviation | 5.7900774 |
|---|---|
| Coefficient of variation (CV) | 0.14703149 |
| Kurtosis | 26.519469 |
| Mean | 39.379847 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.0384556 |
| Sum | 6113721.2 |
| Variance | 33.524996 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 79182 | |
| 37.5 | 24842 | 16.0% |
| 35 | 16285 | 10.5% |
| 30 | 5246 | 3.4% |
| 32 | 3449 | 2.2% |
| 50 | 2755 | 1.8% |
| 45 | 2503 | 1.6% |
| 36 | 2355 | 1.5% |
| 44 | 2113 | 1.4% |
| 42 | 1914 | 1.2% |
| Other values (180) | 14606 | 9.4% |
| Value | Count | Frequency (%) |
| 30 | 5246 | |
| 30.2 | 2 | < 0.1% |
| 30.5 | 24 | < 0.1% |
| 30.8 | 2 | < 0.1% |
| 31 | 207 | 0.1% |
| 31.2 | 6 | < 0.1% |
| 31.3 | 3 | < 0.1% |
| 31.4 | 2 | < 0.1% |
| 31.5 | 51 | < 0.1% |
| 31.6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 47 | |
| 98 | 7 | < 0.1% |
| 97 | 2 | < 0.1% |
| 96 | 10 | < 0.1% |
| 92 | 2 | < 0.1% |
| 91 | 4 | < 0.1% |
| 90 | 16 | < 0.1% |
| 88 | 4 | < 0.1% |
| 87.5 | 1 | < 0.1% |
| 87 | 5 | < 0.1% |
ATOTHRS
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 476 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.220522 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 12117 |
| Zeros (%) | 7.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 35 |
| median | 40 |
| Q3 | 40 |
| 95-th percentile | 52 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 13.467056 |
|---|---|
| Coefficient of variation (CV) | 0.37180734 |
| Kurtosis | 3.1948322 |
| Mean | 36.220522 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.9697913 |
| Sum | 5623236 |
| Variance | 181.36159 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 52182 | |
| 37.5 | 14817 | 9.5% |
| 0 | 12117 | 7.8% |
| 35 | 10143 | 6.5% |
| 32 | 6132 | 3.9% |
| 30 | 5088 | 3.3% |
| 50 | 4188 | 2.7% |
| 45 | 3768 | 2.4% |
| 36 | 2848 | 1.8% |
| 44 | 2521 | 1.6% |
| Other values (466) | 41446 |
| Value | Count | Frequency (%) |
| 0 | 12117 | |
| 0.1 | 2 | < 0.1% |
| 0.5 | 6 | < 0.1% |
| 1 | 13 | < 0.1% |
| 1.2 | 1 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 2 | 18 | < 0.1% |
| 2.2 | 1 | < 0.1% |
| 2.5 | 6 | < 0.1% |
| 3 | 19 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 91 | |
| 98 | 16 | < 0.1% |
| 97.5 | 1 | < 0.1% |
| 97 | 4 | < 0.1% |
| 96 | 17 | < 0.1% |
| 95 | 2 | < 0.1% |
| 94 | 7 | < 0.1% |
| 93.5 | 1 | < 0.1% |
| 93 | 1 | < 0.1% |
| 92 | 9 | < 0.1% |
HRSAWAY
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 193 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 12117 |
| Missing (%) | 7.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5429021 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 122847 |
| Zeros (%) | 79.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.8317799 |
|---|---|
| Coefficient of variation (CV) | 3.131618 |
| Kurtosis | 23.315133 |
| Mean | 1.5429021 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.2955977 |
| Sum | 220840.2 |
| Variance | 23.346097 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 122847 | |
| 8 | 5228 | 3.4% |
| 7.5 | 1736 | 1.1% |
| 16 | 1656 | 1.1% |
| 7 | 1152 | 0.7% |
| 4 | 1012 | 0.7% |
| 2 | 813 | 0.5% |
| 24 | 777 | 0.5% |
| 15 | 634 | 0.4% |
| 10 | 568 | 0.4% |
| Other values (183) | 6710 | 4.3% |
| (Missing) | 12117 | 7.8% |
| Value | Count | Frequency (%) |
| 0 | 122847 | |
| 0.1 | 2 | < 0.1% |
| 0.2 | 2 | < 0.1% |
| 0.3 | 2 | < 0.1% |
| 0.5 | 78 | 0.1% |
| 0.7 | 8 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 1 | 436 | 0.3% |
| 1.2 | 6 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 99 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 65 | 1 | < 0.1% |
| 60 | 12 | |
| 58 | 1 | < 0.1% |
| 56 | 3 | < 0.1% |
| 52 | 1 | < 0.1% |
| 50 | 3 | < 0.1% |
| 48 | 24 | |
| 47 | 1 | < 0.1% |
YAWAY
Categorical
HIGH CORRELATION MISSING
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 134964 |
| Missing (%) | 86.9% |
| Memory size | 2.4 MiB |
| 1.0 | |
|---|---|
| 3.0 | |
| 2.0 | |
| 0.0 | |
| 4.0 | 345 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60858 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 3.0 |
| 4th row | 1.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 7591 | 4.9% |
| 3.0 | 6214 | 4.0% |
| 2.0 | 4180 | 2.7% |
| 0.0 | 1956 | 1.3% |
| 4.0 | 345 | 0.2% |
| (Missing) | 134964 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 7591 | |
| 3.0 | 6214 | |
| 2.0 | 4180 | |
| 0.0 | 1956 | 9.6% |
| 4.0 | 345 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 22242 | |
| . | 20286 | |
| 1 | 7591 | 12.5% |
| 3 | 6214 | 10.2% |
| 2 | 4180 | 6.9% |
| 4 | 345 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 40572 | |
| Other Punctuation | 20286 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 22242 | |
| 1 | 7591 | 18.7% |
| 3 | 6214 | 15.3% |
| 2 | 4180 | 10.3% |
| 4 | 345 | 0.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20286 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 60858 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 22242 | |
| . | 20286 | |
| 1 | 7591 | 12.5% |
| 3 | 6214 | 10.2% |
| 2 | 4180 | 6.9% |
| 4 | 345 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60858 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 22242 | |
| . | 20286 | |
| 1 | 7591 | 12.5% |
| 3 | 6214 | 10.2% |
| 2 | 4180 | 6.9% |
| 4 | 345 | 0.6% |
PAIDOT
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 193 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 12117 |
| Missing (%) | 7.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.88905074 |
| Minimum | 0 |
|---|---|
| Maximum | 80 |
| Zeros | 128110 |
| Zeros (%) | 82.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 7 |
| Maximum | 80 |
| Range | 80 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.6968498 |
|---|---|
| Coefficient of variation (CV) | 4.1581989 |
| Kurtosis | 61.333826 |
| Mean | 0.88905074 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.6605789 |
| Sum | 127252.5 |
| Variance | 13.666699 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 128110 | |
| 2 | 1387 | 0.9% |
| 8 | 1337 | 0.9% |
| 4 | 1316 | 0.8% |
| 10 | 1315 | 0.8% |
| 5 | 1235 | 0.8% |
| 1 | 979 | 0.6% |
| 3 | 903 | 0.6% |
| 12 | 741 | 0.5% |
| 6 | 734 | 0.5% |
| Other values (183) | 5076 | 3.3% |
| (Missing) | 12117 | 7.8% |
| Value | Count | Frequency (%) |
| 0 | 128110 | |
| 0.1 | 7 | < 0.1% |
| 0.2 | 14 | < 0.1% |
| 0.3 | 28 | < 0.1% |
| 0.4 | 5 | < 0.1% |
| 0.5 | 240 | 0.2% |
| 0.6 | 3 | < 0.1% |
| 0.7 | 15 | < 0.1% |
| 0.8 | 9 | < 0.1% |
| 0.9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 80 | 1 | < 0.1% |
| 75 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 72 | 3 | |
| 70 | 5 | |
| 69.5 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 62.5 | 1 | < 0.1% |
| 60 | 5 | |
| 58 | 4 |
UNPAIDOT
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 109 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 12117 |
| Missing (%) | 7.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.75558886 |
| Minimum | 0 |
|---|---|
| Maximum | 98 |
| Zeros | 129012 |
| Zeros (%) | 83.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 5 |
| Maximum | 98 |
| Range | 98 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 3.0450366 |
|---|---|
| Coefficient of variation (CV) | 4.0300179 |
| Kurtosis | 64.318181 |
| Mean | 0.75558886 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.3598105 |
| Sum | 108149.7 |
| Variance | 9.272248 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 129012 | |
| 5 | 2385 | 1.5% |
| 10 | 2331 | 1.5% |
| 2 | 1390 | 0.9% |
| 4 | 1174 | 0.8% |
| 3 | 1017 | 0.7% |
| 15 | 782 | 0.5% |
| 6 | 714 | 0.5% |
| 1 | 705 | 0.5% |
| 8 | 698 | 0.4% |
| Other values (99) | 2925 | 1.9% |
| (Missing) | 12117 | 7.8% |
| Value | Count | Frequency (%) |
| 0 | 129012 | |
| 0.2 | 14 | < 0.1% |
| 0.3 | 3 | < 0.1% |
| 0.4 | 2 | < 0.1% |
| 0.5 | 139 | 0.1% |
| 0.6 | 2 | < 0.1% |
| 0.7 | 6 | < 0.1% |
| 0.8 | 7 | < 0.1% |
| 1 | 705 | 0.5% |
| 1.2 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 98 | 1 | < 0.1% |
| 80 | 2 | |
| 75 | 2 | |
| 65 | 1 | < 0.1% |
| 63 | 1 | < 0.1% |
| 60 | 4 | |
| 56 | 1 | < 0.1% |
| 55 | 2 | |
| 53.5 | 1 | < 0.1% |
| 50 | 2 |
XTRAHRS
Real number (ℝ)
HIGH CORRELATION MISSING ZEROS
| Distinct | 212 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 12117 |
| Missing (%) | 7.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6446396 |
| Minimum | 0 |
|---|---|
| Maximum | 98 |
| Zeros | 114821 |
| Zeros (%) | 74.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10 |
| Maximum | 98 |
| Range | 98 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 4.7076726 |
|---|---|
| Coefficient of variation (CV) | 2.8624342 |
| Kurtosis | 33.161949 |
| Mean | 1.6446396 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.7005289 |
| Sum | 235402.2 |
| Variance | 22.162181 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 114821 | |
| 10 | 3598 | 2.3% |
| 5 | 3455 | 2.2% |
| 2 | 2567 | 1.7% |
| 4 | 2393 | 1.5% |
| 8 | 2015 | 1.3% |
| 3 | 1796 | 1.2% |
| 1 | 1492 | 1.0% |
| 6 | 1425 | 0.9% |
| 15 | 1159 | 0.7% |
| Other values (202) | 8412 | 5.4% |
| (Missing) | 12117 | 7.8% |
| Value | Count | Frequency (%) |
| 0 | 114821 | |
| 0.1 | 5 | < 0.1% |
| 0.2 | 21 | < 0.1% |
| 0.3 | 30 | < 0.1% |
| 0.4 | 6 | < 0.1% |
| 0.5 | 329 | 0.2% |
| 0.6 | 1 | < 0.1% |
| 0.7 | 18 | < 0.1% |
| 0.8 | 16 | < 0.1% |
| 0.9 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 98 | 1 | < 0.1% |
| 84 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 80 | 3 | |
| 75 | 3 | |
| 73 | 1 | < 0.1% |
| 72 | 4 | |
| 70 | 6 | |
| 69.5 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
WHYPT
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
TENURE
Real number (ℝ)
| Distinct | 240 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 100.13233 |
| Minimum | 1 |
|---|---|
| Maximum | 240 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 26 |
| median | 73 |
| Q3 | 171 |
| 95-th percentile | 240 |
| Maximum | 240 |
| Range | 239 |
| Interquartile range (IQR) | 145 |
Descriptive statistics
| Standard deviation | 82.954092 |
|---|---|
| Coefficient of variation (CV) | 0.8284446 |
| Kurtosis | -1.1600251 |
| Mean | 100.13233 |
| Median Absolute Deviation (MAD) | 57 |
| Skewness | 0.55042454 |
| Sum | 15545545 |
| Variance | 6881.3814 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 240 | 21683 | 14.0% |
| 6 | 1878 | 1.2% |
| 7 | 1875 | 1.2% |
| 8 | 1855 | 1.2% |
| 9 | 1734 | 1.1% |
| 5 | 1734 | 1.1% |
| 10 | 1657 | 1.1% |
| 18 | 1627 | 1.0% |
| 11 | 1603 | 1.0% |
| 19 | 1597 | 1.0% |
| Other values (230) | 118007 |
| Value | Count | Frequency (%) |
| 1 | 1150 | |
| 2 | 1513 | |
| 3 | 1492 | |
| 4 | 1566 | |
| 5 | 1734 | |
| 6 | 1878 | |
| 7 | 1875 | |
| 8 | 1855 | |
| 9 | 1734 | |
| 10 | 1657 |
| Value | Count | Frequency (%) |
| 240 | 21683 | |
| 239 | 210 | 0.1% |
| 238 | 198 | 0.1% |
| 237 | 193 | 0.1% |
| 236 | 241 | 0.2% |
| 235 | 228 | 0.1% |
| 234 | 207 | 0.1% |
| 233 | 183 | 0.1% |
| 232 | 167 | 0.1% |
| 231 | 154 | 0.1% |
PREVTEN
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
HRLYEARN
Real number (ℝ)
| Distinct | 5293 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.209966 |
| Minimum | 5.77 |
|---|---|
| Maximum | 208.33 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 5.77 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 24 |
| median | 32.79 |
| Q3 | 46.15 |
| 95-th percentile | 71.4 |
| Maximum | 208.33 |
| Range | 202.56 |
| Interquartile range (IQR) | 22.15 |
Descriptive statistics
| Standard deviation | 18.554476 |
|---|---|
| Coefficient of variation (CV) | 0.49864264 |
| Kurtosis | 6.974948 |
| Mean | 37.209966 |
| Median Absolute Deviation (MAD) | 10.29 |
| Skewness | 1.9509139 |
| Sum | 5776847.2 |
| Variance | 344.26856 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 25 | 4533 | 2.9% |
| 20 | 3806 | 2.5% |
| 30 | 3357 | 2.2% |
| 22 | 2689 | 1.7% |
| 23 | 2415 | 1.6% |
| 40 | 2159 | 1.4% |
| 18 | 2145 | 1.4% |
| 28 | 2141 | 1.4% |
| 21 | 2139 | 1.4% |
| 24 | 2109 | 1.4% |
| Other values (5283) | 127757 |
| Value | Count | Frequency (%) |
| 5.77 | 1 | < 0.1% |
| 6.73 | 1 | < 0.1% |
| 6.92 | 2 | < 0.1% |
| 7.03 | 1 | < 0.1% |
| 7.14 | 1 | < 0.1% |
| 7.45 | 1 | < 0.1% |
| 7.69 | 7 | |
| 7.81 | 1 | < 0.1% |
| 7.93 | 1 | < 0.1% |
| 8.08 | 4 |
| Value | Count | Frequency (%) |
| 208.33 | 1 | < 0.1% |
| 206.73 | 1 | < 0.1% |
| 205.68 | 1 | < 0.1% |
| 205.29 | 1 | < 0.1% |
| 205.13 | 3 | < 0.1% |
| 200 | 1 | < 0.1% |
| 197.8 | 1 | < 0.1% |
| 192.31 | 22 | |
| 191.1 | 2 | < 0.1% |
| 189.33 | 1 | < 0.1% |
UNION
Categorical
HIGH CORRELATION
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 3.0 | |
|---|---|
| 1.0 | |
| 2.0 | 3071 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 465750 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 3.0 |
| 4th row | 1.0 |
| 5th row | 3.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 101992 | |
| 1.0 | 50187 | |
| 2.0 | 3071 | 2.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.0 | 101992 | |
| 1.0 | 50187 | |
| 2.0 | 3071 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 3 | 101992 | |
| 1 | 50187 | 10.8% |
| 2 | 3071 | 0.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 310500 | |
| Other Punctuation | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 155250 | |
| 3 | 101992 | |
| 1 | 50187 | 16.2% |
| 2 | 3071 | 1.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 155250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 465750 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 3 | 101992 | |
| 1 | 50187 | 10.8% |
| 2 | 3071 | 0.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 465750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 3 | 101992 | |
| 1 | 50187 | 10.8% |
| 2 | 3071 | 0.7% |
PERMTEMP
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 465750 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 155250 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 155250 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 310500 | |
| Other Punctuation | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| 0 | 155250 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 155250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 465750 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 465750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
ESTSIZE
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 3.0 | |
| 4.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 465750 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 50198 | |
| 1.0 | 42580 | |
| 3.0 | 35351 | |
| 4.0 | 27121 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 50198 | |
| 1.0 | 42580 | |
| 3.0 | 35351 | |
| 4.0 | 27121 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 2 | 50198 | 10.8% |
| 1 | 42580 | 9.1% |
| 3 | 35351 | 7.6% |
| 4 | 27121 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 310500 | |
| Other Punctuation | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 155250 | |
| 2 | 50198 | 16.2% |
| 1 | 42580 | 13.7% |
| 3 | 35351 | 11.4% |
| 4 | 27121 | 8.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 155250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 465750 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 2 | 50198 | 10.8% |
| 1 | 42580 | 9.1% |
| 3 | 35351 | 7.6% |
| 4 | 27121 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 465750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 2 | 50198 | 10.8% |
| 1 | 42580 | 9.1% |
| 3 | 35351 | 7.6% |
| 4 | 27121 | 5.8% |
FIRMSIZE
Categorical
HIGH CORRELATION
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 4.0 | |
|---|---|
| 3.0 | |
| 2.0 | |
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 465750 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 4.0 |
| 3rd row | 2.0 |
| 4th row | 4.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 4.0 | 81634 | |
| 3.0 | 26081 | 16.8% |
| 2.0 | 24908 | 16.0% |
| 1.0 | 22627 | 14.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4.0 | 81634 | |
| 3.0 | 26081 | 16.8% |
| 2.0 | 24908 | 16.0% |
| 1.0 | 22627 | 14.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 4 | 81634 | |
| 3 | 26081 | 5.6% |
| 2 | 24908 | 5.3% |
| 1 | 22627 | 4.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 310500 | |
| Other Punctuation | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 155250 | |
| 4 | 81634 | |
| 3 | 26081 | 8.4% |
| 2 | 24908 | 8.0% |
| 1 | 22627 | 7.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 155250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 465750 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 4 | 81634 | |
| 3 | 26081 | 5.6% |
| 2 | 24908 | 5.3% |
| 1 | 22627 | 4.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 465750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 155250 | |
| 0 | 155250 | |
| 4 | 81634 | |
| 3 | 26081 | 5.6% |
| 2 | 24908 | 5.3% |
| 1 | 22627 | 4.9% |
DURUNEMP
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
FLOWUNEM
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
UNEMFTPT
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
WHYLEFTO
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
WHYLEFTN
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
DURJLESS
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
AVAILABL
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
LKPUBAG
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
LKEMPLOY
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
LKRELS
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
LKATADS
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
LKANSADS
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
LKOTHERN
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
PRIORACT
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
YNOLOOK
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
TLOLOOK
Unsupported
MISSING REJECTED UNSUPPORTED
| Missing | 155250 |
|---|---|
| Missing (%) | 100.0% |
| Memory size | 2.4 MiB |
SCHOOLN
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.4 MiB |
| 1.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 465750 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 155250 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 155250 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 310500 | |
| Other Punctuation | 155250 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| 0 | 155250 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 155250 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 465750 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 465750 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 155250 | |
| . | 155250 | |
| 0 | 155250 |
EFAMTYPE
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.8320644 |
| Minimum | 1 |
|---|---|
| Maximum | 18 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 18 |
| Maximum | 18 |
| Range | 17 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 4.9462021 |
|---|---|
| Coefficient of variation (CV) | 1.0236209 |
| Kurtosis | 1.7179905 |
| Mean | 4.8320644 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.7449938 |
| Sum | 750178 |
| Variance | 24.464915 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 3 | 45584 | |
| 2 | 33675 | |
| 1 | 24769 | |
| 18 | 11673 | 7.5% |
| 4 | 10894 | 7.0% |
| 14 | 5946 | 3.8% |
| 6 | 5237 | 3.4% |
| 5 | 4864 | 3.1% |
| 8 | 4155 | 2.7% |
| 15 | 2450 | 1.6% |
| Other values (8) | 6003 | 3.9% |
| Value | Count | Frequency (%) |
| 1 | 24769 | |
| 2 | 33675 | |
| 3 | 45584 | |
| 4 | 10894 | 7.0% |
| 5 | 4864 | 3.1% |
| 6 | 5237 | 3.4% |
| 7 | 1337 | 0.9% |
| 8 | 4155 | 2.7% |
| 9 | 1707 | 1.1% |
| 10 | 887 | 0.6% |
| Value | Count | Frequency (%) |
| 18 | 11673 | |
| 17 | 195 | 0.1% |
| 16 | 152 | 0.1% |
| 15 | 2450 | 1.6% |
| 14 | 5946 | |
| 13 | 135 | 0.1% |
| 12 | 57 | < 0.1% |
| 11 | 1533 | 1.0% |
| 10 | 887 | 0.6% |
| 9 | 1707 | 1.1% |
AGYOWNK
Categorical
MISSING
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 88106 |
| Missing (%) | 56.8% |
| Memory size | 2.4 MiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 3.0 | |
| 4.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 201432 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 4.0 |
| 4th row | 1.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 22091 | 14.2% |
| 2.0 | 20772 | 13.4% |
| 3.0 | 12900 | 8.3% |
| 4.0 | 11381 | 7.3% |
| (Missing) | 88106 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 22091 | |
| 2.0 | 20772 | |
| 3.0 | 12900 | |
| 4.0 | 11381 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 67144 | |
| 0 | 67144 | |
| 1 | 22091 | 11.0% |
| 2 | 20772 | 10.3% |
| 3 | 12900 | 6.4% |
| 4 | 11381 | 5.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 134288 | |
| Other Punctuation | 67144 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 67144 | |
| 1 | 22091 | 16.5% |
| 2 | 20772 | 15.5% |
| 3 | 12900 | 9.6% |
| 4 | 11381 | 8.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 67144 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 201432 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 67144 | |
| 0 | 67144 | |
| 1 | 22091 | 11.0% |
| 2 | 20772 | 10.3% |
| 3 | 12900 | 6.4% |
| 4 | 11381 | 5.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 201432 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 67144 | |
| 0 | 67144 | |
| 1 | 22091 | 11.0% |
| 2 | 20772 | 10.3% |
| 3 | 12900 | 6.4% |
| 4 | 11381 | 5.7% |
FINALWT
Real number (ℝ)
| Distinct | 1975 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 315.25916 |
| Minimum | 1 |
|---|---|
| Maximum | 2795 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 137 |
| median | 220 |
| Q3 | 370 |
| 95-th percentile | 965 |
| Maximum | 2795 |
| Range | 2794 |
| Interquartile range (IQR) | 233 |
Descriptive statistics
| Standard deviation | 289.20274 |
|---|---|
| Coefficient of variation (CV) | 0.91734923 |
| Kurtosis | 6.1671367 |
| Mean | 315.25916 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | 2.2614994 |
| Sum | 48943984 |
| Variance | 83638.227 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 126 | 589 | 0.4% |
| 136 | 582 | 0.4% |
| 131 | 573 | 0.4% |
| 124 | 569 | 0.4% |
| 140 | 562 | 0.4% |
| 141 | 562 | 0.4% |
| 135 | 555 | 0.4% |
| 133 | 555 | 0.4% |
| 130 | 552 | 0.4% |
| 142 | 552 | 0.4% |
| Other values (1965) | 149599 |
| Value | Count | Frequency (%) |
| 1 | 2 | < 0.1% |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 7 | 5 | |
| 8 | 5 | |
| 9 | 4 | |
| 10 | 6 |
| Value | Count | Frequency (%) |
| 2795 | 1 | |
| 2737 | 1 | |
| 2667 | 1 | |
| 2666 | 1 | |
| 2653 | 2 | |
| 2652 | 2 | |
| 2650 | 1 | |
| 2648 | 1 | |
| 2591 | 2 | |
| 2500 | 1 |
| AGE_12 | AGE_6 | AGYOWNK | AHRSMAIN | ATOTHRS | CMA | COWMAIN | EDUC | EFAMTYPE | ESTSIZE | FINALWT | FIRMSIZE | HRLYEARN | HRSAWAY | IMMIG | LFSSTAT | MARSTAT | NAICS_21 | NOC_10 | NOC_43 | PAIDOT | PAYAWAY | PROV | REC_NUM | SEX | SURVMNTH | TENURE | UHRSMAIN | UNION | UNPAIDOT | UTOTHRS | WKSAWAY | XTRAHRS | YABSENT | YAWAY | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AGE_12 | 1.000 | 0.890 | 0.500 | 0.013 | 0.013 | 0.016 | 0.135 | -0.035 | 0.007 | 0.065 | -0.104 | 0.064 | 0.143 | -0.008 | 0.154 | 0.045 | -0.327 | 0.020 | -0.067 | -0.061 | -0.026 | 0.193 | -0.031 | 0.002 | 0.051 | 0.000 | 0.478 | -0.020 | 0.060 | 0.065 | -0.020 | -0.054 | 0.029 | 0.270 | 0.072 |
| AGE_6 | 0.890 | 1.000 | 0.016 | -0.007 | -0.007 | 0.091 | 0.149 | 0.359 | -0.187 | 0.100 | 0.028 | 0.079 | 0.355 | 0.031 | 0.070 | 0.059 | -0.355 | 0.078 | -0.223 | -0.238 | 0.013 | 0.140 | -0.005 | -0.001 | 0.075 | 0.000 | 0.301 | -0.009 | 0.065 | 0.098 | -0.009 | 0.170 | 0.068 | 0.137 | 0.073 |
| AGYOWNK | 0.500 | 0.016 | 1.000 | 0.075 | 0.075 | 0.046 | 0.042 | -0.082 | 0.384 | 0.012 | 0.053 | 0.010 | 0.001 | -0.046 | 0.115 | 0.135 | 0.001 | 0.012 | -0.025 | -0.018 | -0.031 | 0.253 | -0.011 | -0.003 | 0.053 | 0.000 | 0.276 | -0.010 | 0.022 | 0.043 | -0.010 | -0.296 | 0.011 | 0.370 | 0.084 |
| AHRSMAIN | 0.013 | -0.007 | 0.075 | 1.000 | 1.000 | 0.004 | 0.222 | -0.032 | -0.010 | 0.056 | 0.011 | 0.065 | 0.076 | -0.480 | 0.042 | 0.969 | -0.021 | -0.197 | 0.079 | 0.071 | 0.339 | 1.000 | 0.056 | 0.000 | 0.227 | 0.024 | -0.009 | 0.547 | 0.111 | 0.295 | 0.547 | NaN | 0.476 | 1.000 | 0.071 |
| ATOTHRS | 0.013 | -0.007 | 0.075 | 1.000 | 1.000 | 0.004 | 0.222 | -0.032 | -0.010 | 0.056 | 0.011 | 0.065 | 0.076 | -0.480 | 0.042 | 0.969 | -0.021 | -0.197 | 0.079 | 0.071 | 0.338 | 1.000 | 0.056 | 0.000 | 0.227 | 0.024 | -0.009 | 0.547 | 0.111 | 0.294 | 0.547 | NaN | 0.476 | 1.000 | 0.071 |
| CMA | 0.016 | 0.091 | 0.046 | 0.004 | 0.004 | 1.000 | 0.112 | 0.150 | 0.042 | 0.076 | 0.494 | 0.037 | 0.085 | -0.024 | 0.252 | 0.022 | -0.029 | 0.022 | -0.107 | -0.112 | -0.056 | 0.095 | 0.325 | 0.003 | 0.016 | 0.000 | -0.021 | -0.017 | 0.093 | 0.030 | -0.017 | -0.009 | -0.018 | 0.071 | 0.078 |
| COWMAIN | 0.135 | 0.149 | 0.042 | 0.222 | 0.222 | 0.112 | 1.000 | -0.234 | 0.004 | 0.297 | 0.092 | 0.350 | -0.242 | -0.062 | 0.100 | 0.073 | 0.063 | -0.496 | 0.166 | 0.166 | -0.016 | 0.189 | 0.051 | 0.000 | 0.199 | 0.000 | -0.218 | 0.279 | 0.610 | -0.105 | 0.279 | -0.073 | -0.085 | 0.071 | 0.104 |
| EDUC | -0.035 | 0.359 | -0.082 | -0.032 | -0.032 | 0.150 | -0.234 | 1.000 | -0.036 | 0.105 | 0.064 | 0.103 | 0.405 | 0.003 | 0.146 | 0.016 | -0.153 | 0.214 | -0.353 | -0.385 | -0.072 | 0.133 | -0.009 | -0.001 | 0.133 | 0.000 | -0.002 | -0.145 | 0.068 | 0.189 | -0.145 | 0.017 | 0.084 | 0.138 | 0.071 |
| EFAMTYPE | 0.007 | -0.187 | 0.384 | -0.010 | -0.010 | 0.042 | 0.004 | -0.036 | 1.000 | 0.033 | 0.009 | 0.032 | -0.043 | -0.007 | 0.086 | 0.039 | -0.089 | -0.006 | 0.019 | 0.022 | -0.020 | 0.069 | 0.011 | -0.005 | 0.300 | 0.000 | 0.006 | -0.005 | 0.045 | -0.020 | -0.005 | 0.027 | -0.029 | 0.215 | 0.068 |
| ESTSIZE | 0.065 | 0.100 | 0.012 | 0.056 | 0.056 | 0.076 | 0.297 | 0.105 | 0.033 | 1.000 | 0.047 | 0.514 | 0.291 | 0.017 | 0.046 | 0.049 | -0.060 | 0.053 | -0.104 | -0.112 | 0.047 | 0.167 | -0.037 | 0.001 | 0.031 | 0.000 | 0.154 | -0.059 | 0.190 | 0.062 | -0.059 | 0.028 | 0.081 | 0.014 | 0.073 |
| FINALWT | -0.104 | 0.028 | 0.053 | 0.011 | 0.011 | 0.494 | 0.092 | 0.064 | 0.009 | 0.047 | 1.000 | 0.010 | 0.050 | -0.025 | 0.084 | 0.014 | 0.050 | -0.031 | -0.030 | -0.034 | -0.025 | 0.030 | 0.263 | 0.003 | 0.028 | 0.011 | -0.083 | -0.002 | 0.048 | 0.014 | -0.002 | -0.025 | -0.008 | 0.037 | 0.022 |
| FIRMSIZE | 0.064 | 0.079 | 0.010 | 0.065 | 0.065 | 0.037 | 0.350 | 0.103 | 0.032 | 0.514 | 0.010 | 1.000 | 0.263 | 0.024 | 0.022 | 0.056 | -0.063 | 0.104 | -0.111 | -0.119 | 0.047 | 0.193 | -0.022 | 0.001 | 0.051 | 0.000 | 0.185 | -0.103 | 0.231 | 0.096 | -0.103 | 0.038 | 0.105 | 0.022 | 0.084 |
| HRLYEARN | 0.143 | 0.355 | 0.001 | 0.076 | 0.076 | 0.085 | -0.242 | 0.405 | -0.043 | 0.291 | 0.050 | 0.263 | 1.000 | 0.003 | 0.063 | 0.022 | -0.203 | 0.035 | -0.325 | -0.368 | 0.008 | 0.261 | 0.075 | -0.001 | 0.116 | 0.000 | 0.270 | -0.020 | 0.146 | 0.242 | -0.020 | -0.119 | 0.185 | 0.105 | 0.101 |
| HRSAWAY | -0.008 | 0.031 | -0.046 | -0.480 | -0.480 | -0.024 | -0.062 | 0.003 | -0.007 | 0.017 | -0.025 | 0.024 | 0.003 | 1.000 | 0.011 | 1.000 | 0.003 | 0.039 | -0.001 | 0.001 | -0.024 | 0.000 | 0.009 | -0.002 | 0.025 | 0.011 | 0.021 | -0.043 | 0.031 | -0.010 | -0.043 | NaN | -0.028 | 0.000 | 0.093 |
| IMMIG | 0.154 | 0.070 | 0.115 | 0.042 | 0.042 | 0.252 | 0.100 | 0.146 | 0.086 | 0.046 | 0.084 | 0.022 | 0.063 | 0.011 | 1.000 | 0.013 | 0.164 | 0.003 | 0.022 | 0.021 | 0.027 | 0.068 | -0.150 | 0.003 | 0.021 | 0.000 | 0.093 | -0.023 | 0.062 | 0.043 | -0.023 | 0.008 | 0.050 | 0.112 | 0.035 |
| LFSSTAT | 0.045 | 0.059 | 0.135 | 0.969 | 0.969 | 0.022 | 0.073 | 0.016 | 0.039 | 0.049 | 0.014 | 0.056 | 0.022 | 1.000 | 0.013 | 1.000 | -0.024 | 0.041 | 0.006 | 0.007 | NaN | 1.000 | -0.009 | 0.003 | 0.083 | 0.035 | 0.042 | -0.021 | 0.077 | NaN | -0.021 | NaN | NaN | 1.000 | 1.000 |
| MARSTAT | -0.327 | -0.355 | 0.001 | -0.021 | -0.021 | -0.029 | 0.063 | -0.153 | -0.089 | -0.060 | 0.050 | -0.063 | -0.203 | 0.003 | 0.164 | -0.024 | 1.000 | -0.010 | 0.105 | 0.111 | 0.009 | 0.071 | -0.065 | 0.002 | 0.099 | 0.001 | -0.193 | -0.018 | 0.044 | -0.056 | -0.018 | -0.036 | -0.036 | 0.135 | 0.060 |
| NAICS_21 | 0.020 | 0.078 | 0.012 | -0.197 | -0.197 | 0.022 | -0.496 | 0.214 | -0.006 | 0.053 | -0.031 | 0.104 | 0.035 | 0.039 | 0.003 | 0.041 | -0.010 | 1.000 | -0.306 | -0.304 | -0.067 | 0.170 | -0.047 | -0.001 | 0.402 | 0.000 | 0.067 | -0.326 | 0.342 | 0.061 | -0.326 | 0.094 | -0.011 | 0.167 | 0.110 |
| NOC_10 | -0.067 | -0.223 | -0.025 | 0.079 | 0.079 | -0.107 | 0.166 | -0.353 | 0.019 | -0.104 | -0.030 | -0.111 | -0.325 | -0.001 | 0.022 | 0.006 | 0.105 | -0.306 | 1.000 | 0.991 | 0.145 | 0.190 | 0.021 | 0.002 | 0.507 | 0.000 | -0.070 | 0.207 | 0.289 | -0.178 | 0.207 | -0.023 | -0.020 | 0.204 | 0.132 |
| NOC_43 | -0.061 | -0.238 | -0.018 | 0.071 | 0.071 | -0.112 | 0.166 | -0.385 | 0.022 | -0.112 | -0.034 | -0.119 | -0.368 | 0.001 | 0.021 | 0.007 | 0.111 | -0.304 | 0.991 | 1.000 | 0.147 | 0.176 | 0.022 | 0.002 | 0.506 | 0.000 | -0.076 | 0.204 | 0.292 | -0.194 | 0.204 | -0.017 | -0.030 | 0.175 | 0.132 |
| PAIDOT | -0.026 | 0.013 | -0.031 | 0.339 | 0.338 | -0.056 | -0.016 | -0.072 | -0.020 | 0.047 | -0.025 | 0.047 | 0.008 | -0.024 | 0.027 | NaN | 0.009 | -0.067 | 0.145 | 0.147 | 1.000 | 0.000 | 0.028 | -0.001 | 0.085 | 0.006 | 0.009 | 0.097 | 0.053 | -0.052 | 0.097 | NaN | 0.690 | 0.000 | 0.010 |
| PAYAWAY | 0.193 | 0.140 | 0.253 | 1.000 | 1.000 | 0.095 | 0.189 | 0.133 | 0.069 | 0.167 | 0.030 | 0.193 | 0.261 | 0.000 | 0.068 | 1.000 | 0.071 | 0.170 | 0.190 | 0.176 | 0.000 | 1.000 | -0.021 | -0.015 | 0.093 | 0.090 | -0.194 | -0.006 | 0.129 | NaN | -0.006 | 0.431 | NaN | 0.429 | 0.000 |
| PROV | -0.031 | -0.005 | -0.011 | 0.056 | 0.056 | 0.325 | 0.051 | -0.009 | 0.011 | -0.037 | 0.263 | -0.022 | 0.075 | 0.009 | -0.150 | -0.009 | -0.065 | -0.047 | 0.021 | 0.022 | 0.028 | -0.021 | 1.000 | 0.001 | 0.027 | 0.000 | -0.046 | 0.098 | 0.088 | 0.014 | 0.098 | -0.006 | 0.032 | 0.098 | 0.091 |
| REC_NUM | 0.002 | -0.001 | -0.003 | 0.000 | 0.000 | 0.003 | 0.000 | -0.001 | -0.005 | 0.001 | 0.003 | 0.001 | -0.001 | -0.002 | 0.003 | 0.003 | 0.002 | -0.001 | 0.002 | 0.002 | -0.001 | -0.015 | 0.001 | 1.000 | 0.000 | 0.017 | 0.002 | -0.002 | 0.006 | 0.006 | -0.002 | -0.011 | 0.005 | 0.019 | 0.000 |
| SEX | 0.051 | 0.075 | 0.053 | 0.227 | 0.227 | 0.016 | 0.199 | 0.133 | 0.300 | 0.031 | 0.028 | 0.051 | 0.116 | 0.025 | 0.021 | 0.083 | 0.099 | 0.402 | 0.507 | 0.506 | 0.085 | 0.093 | 0.027 | 0.000 | 1.000 | 0.000 | 0.039 | -0.285 | 0.080 | 0.049 | -0.285 | 0.219 | -0.037 | 0.310 | 0.087 |
| SURVMNTH | 0.000 | 0.000 | 0.000 | 0.024 | 0.024 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.000 | 0.011 | 0.000 | 0.035 | 0.001 | 0.000 | 0.000 | 0.000 | 0.006 | 0.090 | 0.000 | 0.017 | 0.000 | 1.000 | -0.007 | 0.006 | 0.000 | 0.001 | 0.006 | -0.049 | 0.001 | 0.081 | 0.096 |
| TENURE | 0.478 | 0.301 | 0.276 | -0.009 | -0.009 | -0.021 | -0.218 | -0.002 | 0.006 | 0.154 | -0.083 | 0.185 | 0.270 | 0.021 | 0.093 | 0.042 | -0.193 | 0.067 | -0.070 | -0.076 | 0.009 | -0.194 | -0.046 | 0.002 | 0.039 | -0.007 | 1.000 | -0.043 | 0.144 | 0.095 | -0.043 | 0.017 | 0.076 | 0.174 | 0.069 |
| UHRSMAIN | -0.020 | -0.009 | -0.010 | 0.547 | 0.547 | -0.017 | 0.279 | -0.145 | -0.005 | -0.059 | -0.002 | -0.103 | -0.020 | -0.043 | -0.023 | -0.021 | -0.018 | -0.326 | 0.207 | 0.204 | 0.097 | -0.006 | 0.098 | -0.002 | -0.285 | 0.006 | -0.043 | 1.000 | 0.089 | -0.034 | 1.000 | -0.085 | 0.054 | 0.198 | 0.053 |
| UNION | 0.060 | 0.065 | 0.022 | 0.111 | 0.111 | 0.093 | 0.610 | 0.068 | 0.045 | 0.190 | 0.048 | 0.231 | 0.146 | 0.031 | 0.062 | 0.077 | 0.044 | 0.342 | 0.289 | 0.292 | 0.053 | 0.129 | 0.088 | 0.006 | 0.080 | 0.000 | 0.144 | 0.089 | 1.000 | 0.006 | 0.161 | -0.068 | -0.075 | 0.052 | 0.063 |
| UNPAIDOT | 0.065 | 0.098 | 0.043 | 0.295 | 0.294 | 0.030 | -0.105 | 0.189 | -0.020 | 0.062 | 0.014 | 0.096 | 0.242 | -0.010 | 0.043 | NaN | -0.056 | 0.061 | -0.178 | -0.194 | -0.052 | NaN | 0.014 | 0.006 | 0.049 | 0.001 | 0.095 | -0.034 | 0.006 | 1.000 | -0.034 | NaN | 0.666 | 0.000 | 0.011 |
| UTOTHRS | -0.020 | -0.009 | -0.010 | 0.547 | 0.547 | -0.017 | 0.279 | -0.145 | -0.005 | -0.059 | -0.002 | -0.103 | -0.020 | -0.043 | -0.023 | -0.021 | -0.018 | -0.326 | 0.207 | 0.204 | 0.097 | -0.006 | 0.098 | -0.002 | -0.285 | 0.006 | -0.043 | 1.000 | 0.161 | -0.034 | 1.000 | -0.085 | 0.054 | 0.198 | 0.053 |
| WKSAWAY | -0.054 | 0.170 | -0.296 | NaN | NaN | -0.009 | -0.073 | 0.017 | 0.027 | 0.028 | -0.025 | 0.038 | -0.119 | NaN | 0.008 | NaN | -0.036 | 0.094 | -0.023 | -0.017 | NaN | 0.431 | -0.006 | -0.011 | 0.219 | -0.049 | 0.017 | -0.085 | -0.068 | NaN | -0.085 | 1.000 | NaN | 0.353 | 0.000 |
| XTRAHRS | 0.029 | 0.068 | 0.011 | 0.476 | 0.476 | -0.018 | -0.085 | 0.084 | -0.029 | 0.081 | -0.008 | 0.105 | 0.185 | -0.028 | 0.050 | NaN | -0.036 | -0.011 | -0.020 | -0.030 | 0.690 | NaN | 0.032 | 0.005 | -0.037 | 0.001 | 0.076 | 0.054 | -0.075 | 0.666 | 0.054 | NaN | 1.000 | 0.000 | 0.015 |
| YABSENT | 0.270 | 0.137 | 0.370 | 1.000 | 1.000 | 0.071 | 0.071 | 0.138 | 0.215 | 0.014 | 0.037 | 0.022 | 0.105 | 0.000 | 0.112 | 1.000 | 0.135 | 0.167 | 0.204 | 0.175 | 0.000 | 0.429 | 0.098 | 0.019 | 0.310 | 0.081 | 0.174 | 0.198 | 0.052 | 0.000 | 0.198 | 0.353 | 0.000 | 1.000 | 0.000 |
| YAWAY | 0.072 | 0.073 | 0.084 | 0.071 | 0.071 | 0.078 | 0.104 | 0.071 | 0.068 | 0.073 | 0.022 | 0.084 | 0.101 | 0.093 | 0.035 | 1.000 | 0.060 | 0.110 | 0.132 | 0.132 | 0.010 | 0.000 | 0.091 | 0.000 | 0.087 | 0.096 | 0.069 | 0.053 | 0.063 | 0.011 | 0.053 | 0.000 | 0.015 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| REC_NUM | SURVYEAR | SURVMNTH | LFSSTAT | PROV | CMA | AGE_12 | AGE_6 | SEX | MARSTAT | EDUC | MJH | EVERWORK | FTPTLAST | COWMAIN | IMMIG | NAICS_21 | NOC_10 | NOC_43 | YABSENT | WKSAWAY | PAYAWAY | UHRSMAIN | AHRSMAIN | FTPTMAIN | UTOTHRS | ATOTHRS | HRSAWAY | YAWAY | PAIDOT | UNPAIDOT | XTRAHRS | WHYPT | TENURE | PREVTEN | HRLYEARN | UNION | PERMTEMP | ESTSIZE | FIRMSIZE | DURUNEMP | FLOWUNEM | UNEMFTPT | WHYLEFTO | WHYLEFTN | DURJLESS | AVAILABL | LKPUBAG | LKEMPLOY | LKRELS | LKATADS | LKANSADS | LKOTHERN | PRIORACT | YNOLOOK | TLOLOOK | SCHOOLN | EFAMTYPE | AGYOWNK | FINALWT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4 | 5 | 2024 | 1 | 1 | 35 | 0 | 6 | NaN | 1 | 1 | 4 | 1.0 | NaN | NaN | 2.0 | 3 | 6.0 | 8.0 | 35.0 | NaN | NaN | NaN | 45.0 | 42.0 | 1.0 | 45.0 | 42.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 212.0 | NaN | 28.00 | 3.0 | 1.0 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3 | 2.0 | 231 |
| 6 | 7 | 2024 | 1 | 1 | 24 | 2 | 10 | NaN | 1 | 5 | 6 | 1.0 | NaN | NaN | 2.0 | 3 | 14.0 | 3.0 | 13.0 | NaN | NaN | NaN | 37.5 | 37.5 | 1.0 | 37.5 | 37.5 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 240.0 | NaN | 24.74 | 3.0 | 1.0 | 3.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1 | NaN | 159 |
| 7 | 8 | 2024 | 1 | 1 | 59 | 0 | 3 | 6.0 | 1 | 2 | 4 | 1.0 | NaN | NaN | 2.0 | 3 | 6.0 | 8.0 | 35.0 | NaN | NaN | NaN | 40.0 | 84.0 | 1.0 | 40.0 | 84.0 | 0.0 | NaN | 44.0 | 0.0 | 44.0 | NaN | 17.0 | NaN | 40.00 | 3.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 2 | NaN | 131 |
| 10 | 11 | 2024 | 1 | 1 | 59 | 0 | 10 | NaN | 1 | 1 | 4 | 1.0 | NaN | NaN | 1.0 | 3 | 16.0 | 3.0 | 13.0 | NaN | NaN | NaN | 35.0 | 20.0 | 1.0 | 35.0 | 20.0 | 15.0 | 0.0 | 0.0 | 0.0 | 0.0 | NaN | 240.0 | NaN | 36.33 | 1.0 | 1.0 | 2.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 2 | NaN | 299 |
| 11 | 12 | 2024 | 1 | 2 | 24 | 0 | 4 | NaN | 2 | 1 | 4 | 1.0 | NaN | NaN | 2.0 | 3 | 7.0 | 1.0 | 4.0 | 0.0 | 3.0 | 2.0 | 40.0 | 0.0 | 1.0 | 40.0 | 0.0 | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | NaN | 34.75 | 3.0 | 1.0 | 2.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 2 | NaN | 390 |
| 16 | 17 | 2024 | 1 | 1 | 35 | 0 | 6 | NaN | 2 | 1 | 5 | 1.0 | NaN | NaN | 1.0 | 2 | 17.0 | 4.0 | 18.0 | NaN | NaN | NaN | 37.5 | 49.5 | 1.0 | 37.5 | 49.5 | 0.0 | NaN | 12.0 | 0.0 | 12.0 | NaN | 30.0 | NaN | 27.00 | 1.0 | 1.0 | 3.0 | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3 | 2.0 | 121 |
| 20 | 21 | 2024 | 1 | 1 | 35 | 0 | 10 | NaN | 1 | 1 | 4 | 1.0 | NaN | NaN | 2.0 | 3 | 7.0 | 2.0 | 9.0 | NaN | NaN | NaN | 40.0 | 40.0 | 1.0 | 40.0 | 40.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 19.0 | NaN | 23.00 | 3.0 | 1.0 | 1.0 | 1.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 2 | NaN | 122 |
| 22 | 23 | 2024 | 1 | 1 | 10 | 0 | 8 | NaN | 1 | 1 | 4 | 1.0 | NaN | NaN | 1.0 | 3 | 21.0 | 8.0 | 37.0 | NaN | NaN | NaN | 84.0 | 84.0 | 1.0 | 84.0 | 84.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 215.0 | NaN | 13.10 | 1.0 | 1.0 | 2.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 4 | 4.0 | 34 |
| 26 | 27 | 2024 | 1 | 1 | 35 | 3 | 5 | NaN | 2 | 1 | 6 | 1.0 | NaN | NaN | 1.0 | 3 | 21.0 | 2.0 | 6.0 | NaN | NaN | NaN | 37.5 | 37.5 | 1.0 | 37.5 | 37.5 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 176.0 | NaN | 53.85 | 3.0 | 1.0 | 1.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3 | 1.0 | 487 |
| 30 | 31 | 2024 | 1 | 1 | 47 | 0 | 3 | 6.0 | 2 | 6 | 4 | 1.0 | NaN | NaN | 2.0 | 3 | 6.0 | 8.0 | 35.0 | NaN | NaN | NaN | 40.0 | 40.0 | 1.0 | 40.0 | 40.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 105.0 | NaN | 40.00 | 1.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1 | NaN | 165 |
| REC_NUM | SURVYEAR | SURVMNTH | LFSSTAT | PROV | CMA | AGE_12 | AGE_6 | SEX | MARSTAT | EDUC | MJH | EVERWORK | FTPTLAST | COWMAIN | IMMIG | NAICS_21 | NOC_10 | NOC_43 | YABSENT | WKSAWAY | PAYAWAY | UHRSMAIN | AHRSMAIN | FTPTMAIN | UTOTHRS | ATOTHRS | HRSAWAY | YAWAY | PAIDOT | UNPAIDOT | XTRAHRS | WHYPT | TENURE | PREVTEN | HRLYEARN | UNION | PERMTEMP | ESTSIZE | FIRMSIZE | DURUNEMP | FLOWUNEM | UNEMFTPT | WHYLEFTO | WHYLEFTN | DURJLESS | AVAILABL | LKPUBAG | LKEMPLOY | LKRELS | LKATADS | LKANSADS | LKOTHERN | PRIORACT | YNOLOOK | TLOLOOK | SCHOOLN | EFAMTYPE | AGYOWNK | FINALWT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 442549 | 112058 | 2024 | 4 | 1 | 10 | 0 | 6 | NaN | 2 | 1 | 4 | 1.0 | NaN | NaN | 1.0 | 3 | 17.0 | 2.0 | 9.0 | NaN | NaN | NaN | 37.5 | 22.5 | 1.0 | 37.5 | 22.5 | 15.0 | 3.0 | 0.0 | 0.0 | 0.0 | NaN | 130.0 | NaN | 24.69 | 1.0 | 1.0 | 3.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 2 | NaN | 37 |
| 442552 | 112061 | 2024 | 4 | 1 | 48 | 0 | 8 | NaN | 1 | 4 | 2 | 1.0 | NaN | NaN | 1.0 | 3 | 17.0 | 7.0 | 34.0 | NaN | NaN | NaN | 36.0 | 26.0 | 1.0 | 36.0 | 26.0 | 6.0 | 1.0 | 0.0 | 0.0 | 0.0 | NaN | 40.0 | NaN | 21.93 | 1.0 | 1.0 | 3.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1 | NaN | 682 |
| 442559 | 112068 | 2024 | 4 | 1 | 59 | 9 | 4 | NaN | 1 | 6 | 6 | 1.0 | NaN | NaN | 2.0 | 3 | 14.0 | 5.0 | 19.0 | NaN | NaN | NaN | 55.0 | 55.0 | 1.0 | 55.0 | 55.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 44.0 | NaN | 48.95 | 3.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1 | NaN | 1528 |
| 442563 | 112072 | 2024 | 4 | 1 | 46 | 6 | 8 | NaN | 1 | 1 | 2 | 1.0 | NaN | NaN | 2.0 | 3 | 7.0 | 2.0 | 9.0 | NaN | NaN | NaN | 40.0 | 48.0 | 1.0 | 40.0 | 48.0 | 0.0 | NaN | 8.0 | 0.0 | 8.0 | NaN | 172.0 | NaN | 32.64 | 1.0 | 1.0 | 3.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 2 | NaN | 179 |
| 442564 | 112073 | 2024 | 4 | 1 | 35 | 0 | 5 | NaN | 1 | 6 | 2 | 1.0 | NaN | NaN | 2.0 | 3 | 1.0 | 9.0 | 40.0 | NaN | NaN | NaN | 45.0 | 50.0 | 1.0 | 45.0 | 50.0 | 0.0 | NaN | 5.0 | 0.0 | 5.0 | NaN | 57.0 | NaN | 25.00 | 3.0 | 1.0 | 1.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1 | NaN | 180 |
| 442565 | 112074 | 2024 | 4 | 1 | 24 | 2 | 6 | NaN | 1 | 2 | 4 | 1.0 | NaN | NaN | 2.0 | 3 | 9.0 | 8.0 | 38.0 | NaN | NaN | NaN | 40.0 | 40.0 | 1.0 | 40.0 | 40.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 59.0 | NaN | 16.00 | 1.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3 | 2.0 | 199 |
| 442566 | 112075 | 2024 | 4 | 1 | 48 | 8 | 8 | NaN | 1 | 1 | 4 | 1.0 | NaN | NaN | 2.0 | 2 | 11.0 | 8.0 | 36.0 | NaN | NaN | NaN | 40.0 | 40.0 | 1.0 | 40.0 | 40.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 9.0 | NaN | 27.00 | 3.0 | 1.0 | 2.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 6 | 3.0 | 531 |
| 442569 | 112078 | 2024 | 4 | 1 | 35 | 4 | 4 | NaN | 2 | 1 | 5 | 1.0 | NaN | NaN | 2.0 | 3 | 14.0 | 3.0 | 11.0 | NaN | NaN | NaN | 40.0 | 40.0 | 1.0 | 40.0 | 40.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 20.0 | NaN | 38.46 | 3.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 2 | NaN | 329 |
| 442572 | 112081 | 2024 | 4 | 1 | 48 | 8 | 7 | NaN | 2 | 1 | 5 | 1.0 | NaN | NaN | 1.0 | 2 | 21.0 | 5.0 | 22.0 | NaN | NaN | NaN | 37.5 | 37.5 | 1.0 | 37.5 | 37.5 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 75.0 | NaN | 43.08 | 1.0 | 1.0 | 4.0 | 4.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 3 | 2.0 | 753 |
| 442573 | 112082 | 2024 | 4 | 1 | 47 | 0 | 9 | NaN | 2 | 5 | 4 | 1.0 | NaN | NaN | 2.0 | 3 | 16.0 | 7.0 | 31.0 | NaN | NaN | NaN | 40.0 | 60.0 | 1.0 | 40.0 | 60.0 | 0.0 | NaN | 0.0 | 0.0 | 0.0 | NaN | 142.0 | NaN | 21.95 | 3.0 | 1.0 | 2.0 | 3.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 1.0 | 1 | NaN | 165 |